conftrace_

value function

367 papers

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Also known as

V FUNCTION

Co-occurring keywords · papers mentioning both

reinforcement learning (122) deep reinforcement learning (46) offline reinforcement learning (41) policy optimization (37) temporal difference learning (36) markov decision process (36) sample efficiency (29) model-based reinforcement learning (28) policy learning (23) off-policy learning (22)

Papers

Mastering Board Games by External and Internal Planning with Language Models ICML 2025 MDP Geometry, Normalization and Reward Balancing Solvers AISTATS 2025 Offline Reinforcement Learning for LLM Multi-step Reasoning ACL 2025 Optimally Solving Simultaneous-Move Dec-POMDPs: The Sequential Central Planning Approach AAAI 2025 Prioritized Generative Replay ICLR 2025 Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning ICLR 2025 Safe Decision Transformer with Learning-based Constraints L4DC 2025 Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ACL 2025 Statistical field theory for Markov decision processes under uncertainty JMLR 2025 Statistical Learning of Distributionally Robust Stochastic Control in Continuous State Spaces AISTATS 2025 SWE-Search: Enhancing Software Agents with Monte Carlo Tree Search and Iterative Refinement ICLR 2025 Towards General-Purpose Model-Free Reinforcement Learning ICLR 2025 Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF ICLR 2025 Vision Language Models are In-Context Value Learners ICLR 2025 A Cubic-regularized Policy Newton Algorithm for Reinforcement Learning AISTATS 2024 Adaptive Q-Aid for Conditional Supervised Learning in Offline Reinforcement Learning NeurIPS 2024 Adaptive Regularization of Representation Rank as an Implicit Constraint of Bellman Equation ICLR 2024 Aligning Large Language Models with Representation Editing: A Control Perspective NeurIPS 2024 A Perspective of Q-value Estimation on Offline-to-Online Reinforcement Learning AAAI 2024 Base Models for Parabolic Partial Differential Equations UAI 2024 CACTO-SL: Using Sobolev learning to improve continuous actor-critic with trajectory optimization L4DC 2024 Contextual Multinomial Logit Bandits with General Value Functions NeurIPS 2024 Coordination of Emergent Demand Changes via Value-Based Negotiation for Supply Chain Management (Student Abstract) AAAI 2024 Critic-Guided Decision Transformer for Offline Reinforcement Learning AAAI 2024 Diffusion Policies Creating a Trust Region for Offline Reinforcement Learning NeurIPS 2024